Identify uncertainties in research framing, datasets, metrics, and baselines.
npx skills add https://github.com/yu13130122297/helloCat --skill scout-yu13130122297
Please help me install this Agent Skill. Skill: scout Source: https://github.com/yu13130122297/helloCat/tree/main/src/skills/scout Command: npx skills add https://github.com/yu13130122297/helloCat --skill scout-yu13130122297
Facilitates initial problem definition by clarifying task scope, data, metrics, and existing baselines, enabling more efficient research progression.
Ask the AI to identify the task, datasets, metrics, and existing baselines to prepare for experiments.
High-intent search queries and answers about installing and using this skill.
To clarify research problem framing and dataset scope, identify uncertainties in task definition, data boundaries, evaluation metrics, and baseline options to establish a clear research direction and define actionable next steps.
The best way to discover relevant literature and baseline repositories is to scout existing approaches, identify relevant papers, and shortlist foundational methods to establish context and comparison options for your research progression.
To set up evaluation metrics and dataset contracts, clarify the dataset scope and metric definitions to synchronize understanding, ensuring clear evaluation criteria are established before you begin actual experimentation.
Yes, you can use literature scouting to define actionable next steps by understanding existing approaches, identifying task framing uncertainties, and shortlisting baselines to prepare structured insights for your experiments.
You need early-stage quest framing when your research objective is ambiguous, requiring you to define precise research questions, clarify task scope, and identify existing baselines to enable more efficient research progression.
pipemind-comRefine rough research problems into standardized problem.md files with literature mapping.
sencersoyluPlan and execute computational experiments for algorithm benchmarking and ablation studies.
Leo1349Orchestrate research idea discovery from literature survey to pilot experimental validation.
leoplastureFrame research problems and discover literature, datasets, metrics, and baselines.
